Day-Ahead Forecast of Photovoltaic Power Based on a Novel Stacking Ensemble Method

Accurate prediction of photovoltaic (PV) power is the prerequisite for the safe and stable operation of the power grid with high penetration of PV. Despite various machine learning models for forecasting PV power have been developed, their accuracies are generally unstable. Toward this end, this stu...

Full description

Bibliographic Details
Main Authors: Luyao Liu, Qie Sun, Ronald Wennersten, Zhigang Chen
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10274983/